Logo Questions Linux Laravel Mysql Ubuntu Git Menu
 

How to await in cdef?

I have this Cython code (simplified):

class Callback:
    async def foo(self):
        print('called')

cdef void call_foo(void* callback):
    print('call_foo')
    asyncio.wait_for(<object>callback.foo())

async def py_call_foo():
    call_foo(Callback())

async def example():
    loop.run_until_complete(py_call_foo())

What happens though: I get RuntimeWarning: coroutine Callback.foo was never awaited. And, in fact, it is never called. However, call_foo is called.

Any idea what's going on / how to get it to actually wait for Callback.foo to complete?


Extended version

In the example above some important details are missing: In particular, it is really difficult to get hold of return value from call_foo. The real project setup has this:

  1. Bison parser that has rules. Rules are given a reference to specially crafted struct, let's call it ParserState. This struct contains references to callbacks, which are called by parser when rules match.

  2. In Cython code, there's a class, let's call it Parser, that users of the package are supposed to extend to make their custom parsers. This class has methods which then need to be called from callbacks of ParserState.

  3. Parsing is supposed to happen like this:

    async def parse_file(file, parser):
        cdef ParserState state = allocate_parser_state(
            rule_callbacks,
            parser,
            file,
        )
        parse_with_bison(state)
    

The callbacks are of a general shape:

ctypedef void(callback*)(char* text, void* parser)

I have to admit I don't know how exactly asyncio implements await, and so I don't know if it is in general possible to do this with the setup that I have. My ultimate goal though is that multiple Python functions be able to iteratively parse different files, all at the same time more or less.

like image 574
wvxvw Avatar asked Feb 26 '18 12:02

wvxvw


People also ask

What does await in Python mean?

When you call await, the function you're in gets suspended while whatever you asked to wait on happens, and then when it's finished, the event loop will wake the function up again and resume it from the await call, passing any result out.

How is async await implemented in Python?

In Python, they are defined using the async def keyword. Much like generators, they too use their own form of yield from which is await . Before async and await were introduced in Python 3.5, we created coroutines in the exact same way generators were created (with yield from instead of await ).

What happens if you don't await a coroutine?

From the official docs: Note that simply calling a coroutine will not schedule it to be executed: That means you did not call your function actually so there no one waiting for anything and nothing to be waiting for if you did not place await before your function call.

How does async IO work?

The asyncio module provides a framework that revolves around the event loop. An event loop basically waits for something to happen and then acts on the event. It is responsible for handling such things as I/O and system events. asyncio actually has several loop implementations available to it.


1 Answers

TLDR:

Coroutines must be await'ed or run by an event loop. A cdef function cannot await, but it can construct and return a coroutine.

Your actual problem is mixing synchronous with asynchronous code. Case in point:

async def example():
    loop.run_until_complete(py_call_foo())

This is similar to putting a subroutine in a Thread, but never starting it. Even when started, this is a deadlock: the synchronous part would prevent the asynchronous part from running.


Asynchronous code must be awaited

An async def coroutine is similar to a def ...: yield generator: calling it only instantiates it. You must interact with it to actually run it:

def foo():
     print('running!')
     yield 1

bar = foo()  # no output!
print(next(bar))  # prints `running!` followed by `1`

Similarly, when you have an async def coroutine, you must either await it or schedule it in an event loop. Since asyncio.wait_for produces a coroutine, and you never await or schedule it, it is not run. This is the cause of the RuntimeWarning.

Note that the purpose of putting a coroutine into asyncio.wait_for is purely to add a timeout. It produces an asynchronous wrapper which must be await'ed.

async def call_foo(callback):
    print('call_foo')
    await asyncio.wait_for(callback.foo(), timeout=2)

asyncio.get_event_loop().run_until_complete(call_foo(Callback()))

Asynchronous functions need asynchronous instructions

The key for asynchronous programming is that it is cooperative: Only one coroutine executes until it yields control. Afterwards, another coroutine executes until it yields control. This means that any coroutine blocking without yielding control blocks all other coroutines as well.

In general, if something performs work without an await context, it is blocking. Notably, loop.run_until_complete is blocking. You have to call it from a synchronous function:

loop = asyncio.get_event_loop()

# async def function uses await
async def py_call_foo():
    await call_foo(Callback())

# non-await function is not async
def example():
    loop.run_until_complete(py_call_foo())

example()

Return values from coroutines

A coroutine can return results like a regular function.

async def make_result():
    await asyncio.sleep(0)
    return 1

If you await it from another coroutine, you directly get the return value:

async def print_result():
    result = await make_result()
    print(result)  # prints 1

asyncio.get_event_loop().run_until_complete(print_result())

To get the value from a coroutine inside a regular subroutine, use run_until_complete to run the coroutine:

def print_result():
    result = asyncio.get_event_loop().run_until_complete(make_result())
    print(result)

print_result()

A cdef/cpdef function cannot be a coroutine

Cython supports coroutines via yield from and await only for Python functions. Even for a classical coroutine, a cdef is not possible:

Error compiling Cython file:
------------------------------------------------------------
cdef call_foo(callback):
    print('call_foo')
    yield from asyncio.wait_for(callback.foo(), timeout=2)
   ^
------------------------------------------------------------

testbed.pyx:10:4: 'yield from' not supported here

You are perfectly fine calling a synchronous cdef function from a coroutine. You are perfectly fine scheduling a coroutine from a cdef function. But you cannot await from inside a cdef function, nor await a cdef function. If you need to do that, as in your example, use a regular def function.

You can however construct and return a coroutine in a cdef function. This allows you to await the result in an outer coroutine:

# inner coroutine
async def pingpong(what):
    print('pingpong', what)
    await asyncio.sleep(0)
    return what

# cdef layer to instantiate and return coroutine
cdef make_pingpong():
    print('make_pingpong')
    return pingpong('nananana')

# outer coroutine
async def play():
    for i in range(3):
        result = await make_pingpong()
        print(i, '=>', result)

asyncio.get_event_loop().run_until_complete(play())

Note that despite the await, make_pingpong is not a coroutine. It is merely a factory for coroutines.

like image 76
MisterMiyagi Avatar answered Oct 24 '22 12:10

MisterMiyagi